Proof of Usefulness Report

Shoppinlyst

Analysis completed on 1/30/2026

+35
Proof of Usefulness Score
You're In Business

Shoppinlyst is an early-stage iOS utility app designed to streamline grocery shopping. While it addresses a practical, everyday problem, it operates in a highly saturated market competed by native OS apps (Apple Reminders) and established third-party solutions. The reported user base of 222 monthly users places it in the 'Minimal Traction' category (<50k users). The project demonstrates basic technical competence using standard Apple APIs but lacks significant innovation or differentiation. Current traction is limited to early social media engagement and a small user cohort.

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Score Breakdown

Real World Utility+12.5
Audience Reach Impact+2.0
Technical Innovation+4.5
Evidence Of Traction+5.0
Market Timing Relevance+4.0
Functional Completeness+4.0
Subtotal+32
Usefulness Multiplierx1.08
Final Score+35

Project Details

Project URL
apps.apple.com/us/app/shoppinlyst/id6745744630
Description
Shoppinlyst is a full stack app for Iphone, and Ipad meant for users to locate their nearest groceries stores, get access to their website/app and the main feature is an advanced system to built your own grocery list. It could also be done to do any kind of list.
Audience Reach
222 users/ per month
Target Users
The app targets busy, mobile-first shoppers such as students, young professionals(20-30), and families who want a faster, more organized way to plan grocery shopping. These users value convenience and rely on their phones to make lists, find nearby grocery stores, and access store websites or apps. The app helps reduce time, stress, and app-switching by bringing grocery lists and local store access into one simple platform.
Technologies
Other, Swift, Apple APIs, XML, etc.
Traction Evidence
https://www.instagram.com/shoppinlyst/ https://www.linkedin.com/feed/update/urn:li:activity:7363260643308687363/ #here is the reactions of connection in LinkedIn towards the app.

Algorithm Insights

Market Position
Growing utility with room for optimization
User Engagement
Documented reach suggests active user community
Technical Stack
Modern tech stack aligned with sponsor technologies

Recommendations to Increase Usefulness Score

Document User Growth

Provide specific metrics on user acquisition and retention rates

Showcase Revenue Model

Detail sustainable monetization strategy and current revenue streams

Expand Evidence Base

Include testimonials, case studies, and third-party validation

Technical Roadmap

Share development milestones and feature completion timeline